XcodeBuild MCP is a server that integrates Xcode-related tools for AI assistants and MCP clients, supporting functions such as Xcode project management, simulator control, and app utilities to achieve an automated development process.

An automated suite for Android APK security analysis that integrates tools such as JEB, JADX, APKTOOL, FlowDroid, and MobSF, and provides a unified API interface through the MCP protocol to achieve vulnerability detection with multi - tool cross - validation.

The Razorpay MCP Server is an official payment integration service that provides seamless docking with the Razorpay API through the Model Context Protocol (MCP), supporting multiple payment tools and automated processes.

MCP Appium is an intelligent mobile automation server based on the model context protocol, providing cross - platform mobile app testing tools for AI assistants, supporting iOS and Android platforms, and featuring intelligent element location, session management, and automated test generation functions.

MobSF MCP is a Node.js-based implementation of the Model Context Protocol that provides a standardized interface for the Mobile Security Framework (MobSF) and supports integration with automated workflows and third-party tools.

The Bitpin Exchange MCP Server toolset provides cryptocurrency trading API integration and automated trading functions.

Integrate Adfin financial service tools through Claude Desktop to achieve automated financial operations

The Alibaba Cloud Operation and Maintenance MCP Server project provides a variety of cloud product operation tools, including functions such as starting, stopping, and querying services like ECS, VPC, RDS, and OSS, and supports automated operation and maintenance through API and OOS.

This project is a deep research server based on the Ollama local large - model, providing automated research tools through the MCP protocol, capable of iterative search, analysis, and summarization of complex topics.

This project integrates LLM with GitHub repository management functions through the Model Context Protocol (MCP) standard, providing automated tools such as PR analysis, issue tracking, tag, and version management to optimize team workflows.

The Flutter MCP Server is an open - source implementation of the Model Context Protocol (MCP) for the Dart/Flutter ecosystem. It provides a unified API interface for AI assistants and developer tools, supports remote calls to the Dart/Flutter development toolchain, and enables secure and programmable automated development processes.

An MCP server based on TypeScript, which controls the Minecraft Bedrock Edition via WebSocket connection, provides functions such as player operations, world management, and building tools, and supports AI automated operations.

The React Native MCP server is a platform that provides comprehensive development tools, aiming to optimize the React Native development experience. It includes functions such as project initialization, version management, automated upgrades, and Expo integration. It simplifies the development process through AI assistance.

ChatBI MCP Server is an LLM - based data analysis service that supports code generation, data statistics, and visualization through natural language instructions, and can be integrated with client tools to achieve automated analysis.

A production - ready MCP server that provides a unified interface for the WYGIWYH expense tracking API through dynamically generating 75 tools, supporting integration with AI agents and automated platforms

TeamSpeak MCP is a server control tool based on the Model Context Protocol, specifically designed to allow AI models (such as Claude) to manage TeamSpeak voice servers. It provides 39 functional tools, covering all - around operations such as user management, channel control, and permission configuration. It supports multiple deployment methods (PyPI/Docker/local) to achieve automated TeamSpeak management.

MCP Workers AI is an SDK designed for Cloudflare Workers, used to integrate and call various MCP server tools, such as GitLab and Slack, to achieve automated operations through AI models.

proxy-mcp is an MCP server that provides HTTP/HTTPS man-in-the-middle proxy functionality, supports traffic capture, real-time modification, TLS fingerprint camouflage, and upstream proxy chains, and includes a variety of interceptor tools for automated proxy configuration of browsers, command lines, Docker, and Android devices.

The WeChat Mini Program Automated Testing MCP Server realizes automated control of the WeChat Developer Tools through FastMCP and miniprogram - automator, providing a toolset for page navigation, element operation, API calls, etc.

This project is a collection of Model Context Protocol (MCP) servers specifically designed for DevOps tools and platforms. It enables large language models (LLMs) to directly interact with mainstream DevOps systems in a standardized way, achieving automated control of operations such as infrastructure, deployment pipelines, and monitoring.

A WordPress and WooCommerce REST API integration server based on the Model Context Protocol, providing comprehensive automated tools for content management, user management, product order processing, store configuration, etc.

A Linux automated operation and maintenance management server based on the MCP protocol, providing more than 74 tools covering 8 categories, enabling efficient Linux server management through SSH connections

BrowserStack MCP Server is a testing platform service that allows developers to directly use the features of the BrowserStack testing platform through AI tools, supporting both manual and automated testing, including mobile app and web testing.

Use Apifox Mcp Server in combination with tools such as Cursor to implement an automated interface development and testing process based on NestJS.

Rube is an MCP server based on the Composio platform that connects AI chat tools to over 500 business and productivity applications, enabling automated task execution through natural language commands.

The MCP Mobile Server is an AI-driven mobile development toolset that provides 36 powerful Flutter, Android, and iOS development tools for MCP clients such as Claude Desktop, including intelligent device management, automated builds, and cross-platform deployment features, significantly improving mobile development efficiency.

MCPAgentAI is a standardized tool encapsulation framework for implementing and managing diverse tools in a unified way, helping developers quickly integrate and launch tool - based use cases.

The Propbar MCP Server provides UK property research tools, enabling AI assistants to search for properties, analyze area safety, find nearby schools, explore demographic data, and build an automated valuation model, covering data on over 30 million UK properties.

This project uses the MCP protocol and AI technology to build automated network security tools, covering multiple fields such as red - team attack simulation, SOC analysis, malware development, and threat hunting, to achieve the intelligence and automation of security tasks.

This is a list containing a large number of open - source AI projects, covering multiple fields from natural language processing, image generation to automated workflows. These projects aim to help developers build various applications using AI technology, including chatbots, code - generation tools, data - processing systems, etc.

Stitch MCP Auto is an automated MCP server that automatically configures the Google Stitch API through a single-command installation wizard. It supports multiple AI clients and provides 19 design tools and 7 workflow commands, including AI image generation and full UI design orchestration.

An MCP server that provides automated development practice tools

AutoPentest is an automated Web application penetration testing server based on the MCP protocol, integrating the OWASP WSTG and PortSwigger attack technique guides. It realizes a seven - stage automated testing through role - based agents (scout, analyst, exploiter, reporter), including 109 tests, 31 attack techniques, 27 security tools, and the ability to bypass WAF adaptively, ensuring zero false positives and evidence - driven vulnerability discovery.

The Titan Memory MCP Server is a neural memory system designed for LLMs, supporting memory retention across interactions and sequence prediction. It is integrated into tools such as Cursor to achieve automated memory management.

The WAHA MCP Server is a tool that connects the WhatsApp HTTP API with AI assistants such as Claude Desktop. It enables automated control of WhatsApp through the MCP protocol and provides 63 tools covering functions such as session management, message sending and receiving, and group operations.

MetaTrader MCP Server is a Model Context Protocol server built on Python, aiming to achieve automated trading on the MetaTrader platform through AI large language models (LLMs). It supports integration with LLM tools such as Claude Desktop and Open WebUI and provides an HTTP server interface.

This is a Node.js server based on the Model Context Protocol (MCP). It encapsulates the Appium mobile automation capabilities into MCP tools, enabling LLM intelligent agents to control Android or iOS applications through natural language instructions, achieving automated testing and interaction.

Loominus MCP is a visual node editor designed to simplify the configuration and sharing of Model Context Protocol (MCP) servers and agents. It connects MCP tools with LLMs through a drag-and-drop interface, supports the rapid construction of automated workflows, and is suitable for the development of intelligent tools in the digital and physical worlds.

The MCP Server is a server that implements the Model Context Protocol, supporting standardized interaction between large language models and external tools and services, providing support for multiple tools, RESTful APIs, and automated documentation.

This is a Python project template that integrates code inspection and formatting tools such as ruff and black, uses pre-commit to manage hooks, includes the pytest testing framework and coverage plugin, and implements automated testing through Github Actions. It supports the devcontainer development environment and traditional virtual environments.